Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image.
Tomoshige ShimomuraMauricio KuglerTatsuya YokotaChika IwamotoKenoki OhuchidaMakoto HashizumeHidekata HontaniPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- generative model
- mri images
- three dimensional
- image data
- probabilistic model
- brain tumors
- image analysis
- image features
- image registration
- input image
- edge detection
- prior knowledge
- imaging modalities
- image classification
- em algorithm
- image retrieval
- data sets
- test images
- magnetic resonance images
- expectation maximization
- microscopy images
- mri brain images
- mri data
- medical image analysis
- latent dirichlet allocation
- pairwise
- multiscale
- similarity measure
- machine learning